{"id":"W1482104423","doi":"10.1002/wcm.2513","title":"Cooperative communications and sensing","year":2014,"lang":"en","type":"article","venue":"Wireless Communications and Mobile Computing","topic":"Energy Efficient Wireless Sensor Networks","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Computer science; Telecommunications; Computer network","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0006101885,0.0002070847,0.0002790585,0.0001177759,0.001466221,0.000361511,0.001822759,0.00008841002,7.017692e-7],"category_scores_gemma":[0.00003150192,0.0002125992,0.00003763203,0.0004256313,0.0005611468,0.0002361052,0.003828979,0.0003775993,0.000004729544],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000298678,"about_ca_system_score_gemma":0.00002992861,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007374641,"about_ca_topic_score_gemma":0.00006429679,"domain_scores_codex":[0.9982244,0.0005367923,0.000376141,0.0004105098,0.0001403209,0.000311779],"domain_scores_gemma":[0.9947388,0.001285532,0.0001786628,0.003454686,0.0002020118,0.0001403512],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000001218221,0.0000873488,0.0004368204,0.00001404581,0.00002412603,5.969954e-7,0.002608771,0.00358376,0.0009629844,0.2210067,0.00004595675,0.7712277],"study_design_scores_gemma":[0.0002525111,0.00006693985,0.0002570865,0.0001008004,0.000008786811,0.00003740152,0.0002261337,0.9784836,0.0001034465,0.0001955398,0.0200255,0.0002422848],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.16514,0.003708406,0.8247194,0.001685562,0.0001192409,0.0003041172,0.000001812059,0.0003780242,0.003943497],"genre_scores_gemma":[0.8317333,0.001611471,0.1662637,0.0002848004,0.00003116111,0.00001133974,0.00001287406,0.00001699977,0.00003432315],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9748998,"threshold_uncertainty_score":0.9998338,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01688950038554337,"score_gpt":0.2608006723883883,"score_spread":0.243911172002845,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}